point cloud

2 items

RESEARCHDEV.to AI·4/18/2026

Density-aware Chamfer Distance as a Comprehensive Metric for Point CloudCompletion

This content introduces the "Density-aware Chamfer Distance" as a new comprehensive metric for evaluating point cloud completion tasks. It aims to provide a more robust and accurate assessment of completed 3D models.

3D reconstruction point cloud Metrics computer vision

RESEARCHDEV.to AI·4/12/2026

Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3DUnderstanding, Generation, and Instruction Following

Point-Bind and Point-LLM are introduced as novel approaches to align point cloud data with multiple modalities. The objective is to enhance 3D understanding, 3D content generation, and instruction following within a 3D context.

point cloud 3D AI Multi-modality Generative AI